{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T21:07:18Z","timestamp":1761599238523,"version":"3.40.5"},"reference-count":40,"publisher":"Springer Science and Business Media LLC","issue":"24","license":[{"start":{"date-parts":[[2022,8,21]],"date-time":"2022-08-21T00:00:00Z","timestamp":1661040000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,8,21]],"date-time":"2022-08-21T00:00:00Z","timestamp":1661040000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2022,12]]},"DOI":"10.1007\/s00500-022-07392-2","type":"journal-article","created":{"date-parts":[[2022,8,22]],"date-time":"2022-08-22T07:03:14Z","timestamp":1661151794000},"page":"13829-13841","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Peripheral blood cell classification using modified local-information weighted fuzzy C-means clustering-based golden eagle optimization model"],"prefix":"10.1007","volume":"26","author":[{"given":"Avinash","family":"Dwivedi","sequence":"first","affiliation":[]},{"given":"Vipin","family":"Rai","sequence":"additional","affiliation":[]},{"family":"Amrita","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0469-9774","authenticated-orcid":false,"given":"Shivani","family":"Joshi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3714-5679","authenticated-orcid":false,"given":"Rajiv","family":"Kumar","sequence":"additional","affiliation":[]},{"given":"Sanjeev Kumar","family":"Pippal","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,8,21]]},"reference":[{"key":"7392_CR2","doi-asserted-by":"publisher","DOI":"10.1002\/0471745790","volume-title":"Image processing: principles and applications","author":"T Acharya","year":"2005","unstructured":"Acharya T, Ray AK (2005) Image processing: principles and applications. Wiley, Hoboken"},{"volume-title":"Handbook of medical image processing and analysis","year":"2008","key":"7392_CR3","unstructured":"Bankman I (ed) (2008) Handbook of medical image processing and analysis. Elsevier, Amsterdam"},{"key":"7392_CR4","volume-title":"Ultra-realistic imaging: advanced techniques in analogue and digital colour holography","author":"H Bjelkhagen","year":"2013","unstructured":"Bjelkhagen H, Brotherton-Ratcliffe D (2013) Ultra-realistic imaging: advanced techniques in analogue and digital colour holography. CRC Press, Boca Raton"},{"issue":"2","key":"7392_CR5","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1016\/j.cveq.2008.05.003","volume":"24","author":"JB Carrick","year":"2008","unstructured":"Carrick JB, Begg AP (2008) Peripheral blood leukocytes. Vet Clin N Am Equine Pract 24(2):239\u2013259","journal-title":"Vet Clin N Am Equine Pract"},{"volume-title":"Medical image processing: techniques and applications","year":"2011","key":"7392_CR6","unstructured":"Dougherty G (ed) (2011) Medical image processing: techniques and applications. Springer, Berlin"},{"issue":"4","key":"7392_CR7","doi-asserted-by":"publisher","first-page":"1079","DOI":"10.1007\/s00500-018-3124-y","volume":"23","author":"MM Gowthul Alam","year":"2019","unstructured":"Gowthul Alam MM, Baulkani S (2019a) Geometric structure information based multi-objective function to increase fuzzy clustering performance with artificial and real-life data. Soft Comput 23(4):1079\u20131098","journal-title":"Soft Comput"},{"issue":"2","key":"7392_CR8","doi-asserted-by":"publisher","first-page":"971","DOI":"10.1007\/s10115-018-1263-1","volume":"60","author":"MM Gowthul Alam","year":"2019","unstructured":"Gowthul Alam MM, Baulkani S (2019b) Local and global characteristics-based kernel hybridization to increase optimal support vector machine performance for stock market prediction. Knowl Inf Syst 60(2):971\u20131000","journal-title":"Knowl Inf Syst"},{"key":"7392_CR9","doi-asserted-by":"publisher","first-page":"173","DOI":"10.1016\/j.neucom.2020.03.013","volume":"400","author":"P Hajek","year":"2020","unstructured":"Hajek P, Froelich W, Prochazka O (2020) Intuitionistic fuzzy grey cognitive maps for forecasting interval-valued time series. Neurocomputing 400:173\u2013185","journal-title":"Neurocomputing"},{"key":"7392_CR10","first-page":"1","volume":"33","author":"BA Hassan","year":"2020","unstructured":"Hassan BA (2020) CSCF: a chaotic sine cosine firefly algorithm for practical application problems. Neural Comput Appl 33:1\u201320","journal-title":"Neural Comput Appl"},{"key":"7392_CR11","doi-asserted-by":"publisher","first-page":"105046","DOI":"10.1016\/j.dib.2019.105046","volume":"28","author":"BA Hassan","year":"2020","unstructured":"Hassan BA, Rashid TA (2020) Datasets on statistical analysis and performance evaluation of backtracking search optimisation algorithm compared with its counterpart algorithms. Data Brief 28:105046","journal-title":"Data Brief"},{"key":"7392_CR1","unstructured":"http:\/\/users.cecs.anu.edu.au\/~hrezatofighi\/Data\/Leukocyte%20Data.htm."},{"key":"7392_CR12","unstructured":"https:\/\/www.kaggle.com\/surajiiitm\/bccd-dataset."},{"issue":"9","key":"7392_CR13","doi-asserted-by":"publisher","first-page":"2104","DOI":"10.1016\/j.jss.2012.04.012","volume":"85","author":"DC Huang","year":"2012","unstructured":"Huang DC, Hung KD, Chan YK (2012) A computer assisted method for leukocyte nucleus segmentation and recognition in blood smear images. J Syst Softw 85(9):2104\u20132118","journal-title":"J Syst Softw"},{"key":"7392_CR14","doi-asserted-by":"publisher","first-page":"115665","DOI":"10.1016\/j.eswa.2021.115665","volume":"19","author":"H Jia","year":"2021","unstructured":"Jia H, Peng X, Lang C (2021) Remora optimization algorithm. Expert Syst Appl 19:115665","journal-title":"Expert Syst Appl"},{"issue":"5","key":"7392_CR15","doi-asserted-by":"publisher","first-page":"1328","DOI":"10.1109\/TIP.2010.2040763","volume":"19","author":"S Krinidis","year":"2010","unstructured":"Krinidis S, Chatzis V (2010) A robust fuzzy local information C-means clustering algorithm. IEEE Trans Image Process 19(5):1328\u20131337","journal-title":"IEEE Trans Image Process"},{"key":"7392_CR16","doi-asserted-by":"crossref","first-page":"174830181881332","DOI":"10.1177\/1748301818813322","volume":"13","author":"L Lin","year":"2018","unstructured":"Lin L, Wang W, Chen B (2018) Leukocyte recognition with convolutional neural network. J Algorithms Comput Technol 13:1748301818813322","journal-title":"J Algorithms Comput Technol"},{"key":"7392_CR17","doi-asserted-by":"crossref","unstructured":"Luo Y, Chen Z, Yoshioka T (2020) Dual-path rnn: efficient long sequence modeling for time-domain single-channel speech separation. In: ICASSP 2020\u20132020 IEEE international conference on acoustics, speech and signal processing (ICASSP). IEEE, pp 46\u201350","DOI":"10.1109\/ICASSP40776.2020.9054266"},{"key":"7392_CR18","doi-asserted-by":"publisher","first-page":"106200","DOI":"10.1016\/j.asoc.2020.106200","volume":"91","author":"J Miao","year":"2020","unstructured":"Miao J, Zhou X, Huang TZ (2020) Local segmentation of images using an improved fuzzy C-means clustering algorithm based on self-adaptive dictionary learning. Appl Soft Comput 91:106200","journal-title":"Appl Soft Comput"},{"key":"7392_CR19","doi-asserted-by":"publisher","first-page":"107050","DOI":"10.1016\/j.cie.2020.107050","volume":"152","author":"A Mohammadi-Balani","year":"2021","unstructured":"Mohammadi-Balani A, Nayeri MD, Azar A, Taghizadeh-Yazdi M (2021) Golden eagle optimizer: a nature-inspired metaheuristic algorithm. Comput Ind Eng 152:107050","journal-title":"Comput Ind Eng"},{"issue":"1","key":"7392_CR20","doi-asserted-by":"publisher","first-page":"9","DOI":"10.21928\/uhdjst.v4n1y2020.pp9-17","volume":"4","author":"ZF Mohammed","year":"2020","unstructured":"Mohammed ZF, Abdulla AA (2020) Thresholding-based white blood cells segmentation from microscopic blood images. UHD J Sci Technol 4(1):9\u201317","journal-title":"UHD J Sci Technol"},{"key":"7392_CR21","doi-asserted-by":"publisher","DOI":"10.1002\/9781119994398","volume-title":"Image processing: the fundamentals","author":"MM Petrou","year":"2010","unstructured":"Petrou MM, Petrou C (2010) Image processing: the fundamentals. Wiley, Hoboken"},{"key":"7392_CR22","doi-asserted-by":"publisher","first-page":"104034","DOI":"10.1016\/j.compbiomed.2020.104034","volume":"126","author":"MR Reena","year":"2020","unstructured":"Reena MR, Ameer PM (2020) Localization and recognition of leukocytes in peripheral blood: a deep learning approach. Comput Biol Med 126:104034","journal-title":"Comput Biol Med"},{"issue":"16","key":"7392_CR23","doi-asserted-by":"publisher","first-page":"22691","DOI":"10.1007\/s11042-019-7577-5","volume":"78","author":"MR Rejeesh","year":"2019","unstructured":"Rejeesh MR (2019) Interest point based face recognition using adaptive neuro fuzzy inference system. Multimed Tools Appl 78(16):22691\u201322710","journal-title":"Multimed Tools Appl"},{"key":"7392_CR24","doi-asserted-by":"publisher","first-page":"400","DOI":"10.1016\/j.patrec.2019.10.001","volume":"128","author":"H Ren","year":"2019","unstructured":"Ren H, Wang W, Qu X, Cai Y (2019) A new hybrid-parameter recurrent neural network for online handwritten chinese character recognition. Pattern Recognit Lett 128:400\u2013406","journal-title":"Pattern Recognit Lett"},{"key":"7392_CR25","doi-asserted-by":"publisher","first-page":"132306","DOI":"10.1016\/j.physd.2019.132306","volume":"404","author":"A Sherstinsky","year":"2020","unstructured":"Sherstinsky A (2020) Fundamentals of recurrent neural network (RNN) and long short-term memory (LSTM) network. Physica D Nonlinear Phenom 404:132306","journal-title":"Physica D Nonlinear Phenom"},{"issue":"9","key":"7392_CR26","doi-asserted-by":"publisher","first-page":"1995","DOI":"10.1007\/s11517-020-02204-x","volume":"58","author":"K Sudha","year":"2020","unstructured":"Sudha K, Geetha P (2020) Leukocyte segmentation in peripheral blood images using a novel edge strength cue-based location detection method. Med Biol Eng Comput 58(9):1995\u20132008","journal-title":"Med Biol Eng Comput"},{"issue":"3","key":"7392_CR27","first-page":"117","volume":"9","author":"V Sundararaj","year":"2016","unstructured":"Sundararaj V (2016) An efficient threshold prediction scheme for wavelet based ECG signal noise reduction using variable step size firefly algorithm. Int J Intell Eng Syst 9(3):117\u2013126","journal-title":"Int J Intell Eng Syst"},{"issue":"4","key":"7392_CR28","doi-asserted-by":"publisher","first-page":"325","DOI":"10.1504\/IJBET.2019.103242","volume":"31","author":"V Sundararaj","year":"2019","unstructured":"Sundararaj V (2019) Optimised denoising scheme via opposition-based self-adaptive learning PSO algorithm for wavelet-based ECG signal noise reduction. Int J Biomed Eng Technol 31(4):325","journal-title":"Int J Biomed Eng Technol"},{"key":"7392_CR29","doi-asserted-by":"publisher","first-page":"102190","DOI":"10.1016\/j.jretconser.2020.102190","volume":"58","author":"V Sundararaj","year":"2021","unstructured":"Sundararaj V, Rejeesh MR (2021) A detailed behavioral analysis on consumer and customer changing behavior with respect to social networking sites. J Retail Consum Serv 58:102190","journal-title":"J Retail Consum Serv"},{"key":"7392_CR30","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1016\/j.cose.2018.04.009","volume":"77","author":"V Sundararaj","year":"2018","unstructured":"Sundararaj V, Muthukumar S, Kumar RS (2018) An optimal cluster formation based energy efficient dynamic scheduling hybrid MAC protocol for heavy traffic load in wireless sensor networks. Comput Secur 77:277\u2013288","journal-title":"Comput Secur"},{"issue":"11","key":"7392_CR31","doi-asserted-by":"publisher","first-page":"1128","DOI":"10.1002\/pip.3315","volume":"28","author":"V Sundararaj","year":"2020","unstructured":"Sundararaj V, Anoop V, Dixit P, Arjaria A, Chourasia U, Bhambri P, Rejeesh MR, Sundararaj R (2020) CCGPA-MPPT: Cauchy preferential crossover-based global pollination algorithm for MPPT in photovoltaic system. Prog Photovolt Res Appl 28(11):1128\u20131145","journal-title":"Prog Photovolt Res Appl"},{"key":"7392_CR32","first-page":"26","volume":"4","author":"T Tieleman","year":"2012","unstructured":"Tieleman T, Hinton GE (2012) Divide the gradient by a running average of its recent magnitude. COURSERA Neural Netw Mach Learn 4:26\u201331","journal-title":"COURSERA Neural Netw Mach Learn"},{"key":"7392_CR33","doi-asserted-by":"publisher","DOI":"10.1002\/ijfe.2483","author":"M Tiwari","year":"2021","unstructured":"Tiwari M, Tiwari T, Sam Santhose S, Mishra L, Rejeesh MR, Sundararaj V (2021) Corporate social responsibility and supply chain: A study for evaluating corporate hypocrisy with special focus on stakeholders. Int J Finance Econ. https:\/\/doi.org\/10.1002\/ijfe.2483","journal-title":"Int J Finance Econ"},{"issue":"3","key":"7392_CR34","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1559\/152304088783886937","volume":"15","author":"RF Tomlinson","year":"1988","unstructured":"Tomlinson RF (1988) The impact of the transition from analogue to digital cartographic representation. Am Cartogr 15(3):249\u2013262","journal-title":"Am Cartogr"},{"issue":"1","key":"7392_CR35","doi-asserted-by":"publisher","first-page":"173","DOI":"10.1007\/s11277-018-6014-9","volume":"104","author":"S Vinu","year":"2019","unstructured":"Vinu S (2019) Optimal task assignment in mobile cloud computing by queue based ant-bee algorithm. Wirel Pers Commun 104(1):173\u2013197","journal-title":"Wirel Pers Commun"},{"issue":"1","key":"7392_CR36","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/1741-7015-8-87","volume":"8","author":"X Wang","year":"2010","unstructured":"Wang X, Zhu H, Snieder H, Su S, Munn D, Harshfield G, Maria BL, Dong Y, Treiber F, Gutin B, Shi H (2010) Obesity related methylation changes in DNA of peripheral blood leukocytes. BMC Med 8(1):1\u20138","journal-title":"BMC Med"},{"issue":"6","key":"7392_CR37","doi-asserted-by":"publisher","first-page":"e0218808","DOI":"10.1371\/journal.pone.0218808","volume":"14","author":"Q Wang","year":"2019","unstructured":"Wang Q, Bi S, Sun M, Wang Y, Wang D, Yang S (2019) Deep learning approach to peripheral leukocyte recognition. PLoS ONE 14(6):e0218808","journal-title":"PLoS ONE"},{"key":"7392_CR38","doi-asserted-by":"publisher","first-page":"104209","DOI":"10.1016\/j.engappai.2021.104209","volume":"101","author":"D Wei","year":"2021","unstructured":"Wei D, Wang Z, Si L, Tan C, Lu X (2021) An image segmentation method based on a modified local-information weighted intuitionistic Fuzzy C-means clustering and gold-panning algorithm. Eng Appl Artif Intell 101:104209","journal-title":"Eng Appl Artif Intell"},{"key":"7392_CR39","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1155\/2017\/1063045","volume":"2017","author":"H Yap\u0131c\u0131","year":"2017","unstructured":"Yap\u0131c\u0131 H, \u00c7etinkaya N (2017) An improved particle swarm optimization algorithm using eagle strategy for power loss minimization. Math Probl Eng 2017:1\u201311","journal-title":"Math Probl Eng"},{"issue":"8","key":"7392_CR40","doi-asserted-by":"publisher","first-page":"1287","DOI":"10.1007\/s11517-016-1590-x","volume":"55","author":"J Zhao","year":"2017","unstructured":"Zhao J, Zhang M, Zhou Z, Chu J, Cao F (2017) Automatic detection and classification of leukocytes using convolutional neural networks. Med Biol Eng Comput 55(8):1287\u20131301","journal-title":"Med Biol Eng Comput"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-022-07392-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00500-022-07392-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-022-07392-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,29]],"date-time":"2022-10-29T12:10:14Z","timestamp":1667045414000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00500-022-07392-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8,21]]},"references-count":40,"journal-issue":{"issue":"24","published-print":{"date-parts":[[2022,12]]}},"alternative-id":["7392"],"URL":"https:\/\/doi.org\/10.1007\/s00500-022-07392-2","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"type":"print","value":"1432-7643"},{"type":"electronic","value":"1433-7479"}],"subject":[],"published":{"date-parts":[[2022,8,21]]},"assertion":[{"value":"21 June 2022","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 August 2022","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"This article does not contain any studies with human or animal subjects performed by any of the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Human and animal rights"}},{"value":"Informed consent was obtained from all individual participants included in the study.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Informed consent"}}]}}